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prediction_refs.bib
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@Article{Rasouli_2020_arxiv,
title="Deep Learning for Vision-based Prediction: A Survey",
author="Rasouli, Amir",
journal="arXiv:2007.00095",
year="2020"
}
@InProceedings{Wichers_2018_ICML,
author = "Wichers, Nevan and Villegas, Ruben and Erhan, Dumitru and Lee, Honglak",
title = "Hierarchical Long-Term Video Prediction Without Supervision",
booktitle = "ICML",
year = "2018"
}
@InProceedings{Villegas_2017_ICML,
author = "Villegas, Ruben and Yang, Jimei and Zou, Yuliang and Sohn, Sungryull and Lin, Xunyu and Lee, Honglak",
title = "Learning To Generate Long-Term Future Via Hierarchical Prediction",
booktitle = "ICML",
year = "2017"
}
@InProceedings{Vo_2015_ICRA,
author = "Vo, N. N. and Bobick, A. F.",
booktitle = "ICRA",
title = "Augmenting Physical State Prediction Through Structured Activity Inference",
year = "2015"
}
@InProceedings{Yao_2019_ICRA,
author = "Yao, Y. and Xu, M. and Choi, C. and Crandall, D. J. and Atkins, E. M. and Dariush, B.",
booktitle = "ICRA",
title = "Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems",
year = "2019"
}
@InProceedings{Yao_2019_IROS,
author = "Yao, Y. and Xu, M. and Wang, Y. and Crandall, D. J. and Atkins, E. M.",
booktitle = "IROS",
title = "Unsupervised Traffic Accident Detection in First-Person Videos",
year = "2019"
}
@InProceedings{Bai_2015_ICRA,
author = "Bai, Haoyu and Cai, Shaojun and Ye, Nan and Hsu, David and Lee, Wee Sun",
title = "Intention-Aware Online {POMDP} Planning For Autonomous Driving In A Crowd",
booktitle = "ICRA",
year = "2015"
}
@InProceedings{Zhang_2015_ICRA,
author = "Zhang, H. and Parker, L. E.",
booktitle = "ICRA",
title = "Bio-Inspired Predictive Orientation Decomposition Of Skeleton Trajectories For Real-Time Human Activity Prediction",
year = "2015"
}
@InProceedings{Arpino_2015_ICRA,
author = "Pérez-D'Arpino, C. and Shah, J. A.",
booktitle = "ICRA",
title = "Fast Target Prediction Of Human Reaching Motion For Cooperative Human-Robot Manipulation Tasks Using Time Series Classification",
year = "2015"
}
@InProceedings{Chen_2016_ICRA,
author = "Chen, Y. F. and Liu, M. and How, J. P.",
booktitle = "ICRA",
title = "Augmented Dictionary Learning For Motion Prediction",
year = "2016"
}
@InProceedings{Karasev_2016_ICRA,
author = "Karasev, V. and Ayvaci, A. and Heisele, B. and Soatto, S.",
booktitle = "ICRA",
title = "Intent-Aware Long-Term Prediction Of Pedestrian Motion",
year = "2016"
}
@InProceedings{Vasquez_2016_ICRA,
author = "Vasquez, D.",
booktitle = "ICRA",
title = "Novel Planning-Based Algorithms For Human Motion Prediction",
year = "2016"
}
@InProceedings{Zhou_2016_ICRA,
author = "Chenghui Zhou and Balle, B. and Pineau, J.",
booktitle = "ICRA",
title = "Learning Time Series Models For Pedestrian Motion Prediction",
year = "2016"
}
@InProceedings{Solaimanpour_2017_ICRA,
author = "Solaimanpour, S. and Doshi, P.",
booktitle = "ICRA",
title = "A Layered {HMM} For Predicting Motion Of A Leader In Multi-Robot Settings",
year = "2017"
}
@InProceedings{Lasota_2017_ICRA,
author = "Lasota, P. A. and Shah, J. A.",
booktitle = "ICRA",
title = "A Multiple-Predictor Approach To Human Motion Prediction",
year = "2017"
}
@InProceedings{Hoermann_2018_ICRA,
author = "Hoermann, S. and Bach, M. and Dietmayer, K.",
booktitle = "ICRA",
title = "Dynamic Occupancy Grid Prediction For Urban Autonomous Driving: A Deep Learning Approach With Fully Automatic Labeling",
year = "2018"
}
@InProceedings{Scheel_2018_ICRA,
author = "Scheel, O. and Schwarz, L. and Navab, N. and Tombari, F.",
booktitle = "ICRA",
title = "Situation Assessment For Planning Lane Changes: Combining Recurrent Models And Prediction",
year = "2018"
}
@InProceedings{Vemula_2018_ICRA,
author = "Vemula, Anirudh and Muelling, Katharina and Oh, Jean",
title = "Social Attention: Modeling Attention In Human Crowds",
booktitle = "ICRA",
year = "2018"
}
@InProceedings{Butepage_2018_ICRA,
author = "Bütepage, J. and Kjellström, H. and Kragic, D.",
booktitle = "ICRA",
title = "Anticipating Many Futures: Online Human Motion Prediction And Generation For Human-Robot Interaction",
year = "2018"
}
@InProceedings{Rudenko_2018_ICRA,
author = "Rudenko, A. and Palmieri, L. and Arras, K. O.",
booktitle = "ICRA",
title = "Joint Long-Term Prediction Of Human Motion Using A Planning-Based Social Force Approach",
year = "2018"
}
@InProceedings{Rehder_2018_ICRA,
author = "Rehder, E. and Wirth, F. and Lauer, M. and Stiller, C.",
booktitle = "ICRA",
title = "Pedestrian Prediction By Planning Using Deep Neural Networks",
year = "2018"
}
@InProceedings{Strickland_2018_ICRA,
author = "Strickland, M. and Fainekos, G. and Amor, H. B.",
booktitle = "ICRA",
title = "Deep Predictive Models For Collision Risk Assessment In Autonomous Driving",
year = "2018"
}
@InProceedings{Schydlo_2018_ICRA_2,
author = "Schydlo, P. and Rakovic, M. and Jamone, L. and Santos-Victor, J.",
booktitle = "ICRA",
title = "Anticipation In Human-Robot Cooperation: A Recurrent Neural Network Approach For Multiple Action Sequences Prediction",
year = "2018"
}
@InProceedings{Pfeiffer_2018_ICRA,
author = "Pfeiffer, M. and Paolo, G. and Sommer, H. and Nieto, J. and Siegwart, R. and Cadena, C.",
booktitle = "ICRA",
title = "A Data-Driven Model For Interaction-Aware Pedestrian Motion Prediction In Object Cluttered Environments",
year = "2018"
}
@InProceedings{Sun_2018_ICRA,
author = "Sun, L. and Yan, Z. and Mellado, S. M. and Hanheide, M. and Duckett, T.",
booktitle = "ICRA",
title = "{3Dof} Pedestrian Trajectory Prediction Learned From Long-Term Autonomous Mobile Robot Deployment Data",
year = "2018"
}
@InProceedings{Lee_2018_ICRA,
author = "Lee, B. and Choi, J. and Baek, C. and Zhang, B.",
booktitle = "ICRA",
title = "Robust Human Following By Deep Bayesian Trajectory Prediction For Home Service Robots",
year = "2018"
}
@InProceedings{Jain_2016_ICRA,
author = "Jain, A. and Singh, A. and Koppula, H. S. and Soh, S. and Saxena, A.",
booktitle = "ICRA",
title = "Recurrent Neural Networks For Driver Activity Anticipation Via Sensory-Fusion Architecture",
year = "2016"
}
@InProceedings{Dong_2019_ICRA,
author = "Dong, C. and Chen, Y. and Dolan, J. M.",
booktitle = "ICRA",
title = "Interactive Trajectory Prediction For Autonomous Driving Via Recurrent Meta Induction Neural Network",
year = "2019"
}
@InProceedings{Cui_2019_ICRA,
author = "Cui, H. and Radosavljevic, V. and Chou, F. and Lin, T. and Nguyen, T. and Huang, T. and Schneider, J. and Djuric, N.",
booktitle = "ICRA",
title = "Multimodal Trajectory Predictions For Autonomous Driving Using Deep Convolutional Networks",
year = "2019"
}
@InProceedings{Gujjar_2019_ICRA,
author = "Gujjar, P. and Vaughan, R.",
booktitle = "ICRA",
title = "Classifying Pedestrian Actions In Advance Using Predicted Video Of Urban Driving Scenes",
year = "2019"
}
@InProceedings{Saleh_2019_ICRA,
author = "Saleh, K. and Hossny, M. and Nahavandi, S.",
booktitle = "ICRA",
title = "Real-Time Intent Prediction Of Pedestrians For Autonomous Ground Vehicles Via Spatio-Temporal {DenseNet}",
year = "2019"
}
@InProceedings{Guizilini_2019_ICRA,
author = "Guizilini, V. and Senanayake, R. and Ramos, F.",
booktitle = "ICRA",
title = "Dynamic Hilbert Maps: Real-Time Occupancy Predictions In Changing Environments",
year = "2019"
}
@InProceedings{Li_2019_ICRA,
author = "Li, J. and Ma, H. and Tomizuka, M.",
booktitle = "ICRA",
title = "Interaction-Aware Multi-Agent Tracking And Probabilistic Behavior Prediction Via Adversarial Learning",
year = "2019"
}
@InProceedings{Ding_2019_ICRA,
author = "Ding, W. and Chen, J. and Shen, S.",
booktitle = "ICRA",
title = "Predicting Vehicle Behaviors Over An Extended Horizon Using Behavior Interaction Network",
year = "2019"
}
@InProceedings{Scheel_2019_ICRA,
author = "Scheel, O. and Nagaraja, N. S. and Schwarz, L. and Navab, N. and Tombari, F.",
booktitle = "ICRA",
title = "Attention-Based Lane Change Prediction",
year = "2019"
}
@InProceedings{Schreiber_2019_ICRA,
author = "Schreiber, M. and Hoermann, S. and Dietmayer, K.",
booktitle = "ICRA",
title = "Long-Term Occupancy Grid Prediction Using Recurrent Neural Networks",
year = "2019"
}
@InProceedings{Ding_2019_ICRA_2,
author = "Ding, W. and Shen, S.",
booktitle = "ICRA",
title = "Online Vehicle Trajectory Prediction Using Policy Anticipation Network And Optimization-Based Context Reasoning",
year = "2019"
}
@InProceedings{Huang_2019_ICRA,
author = "Huang, X. and McGill, S. G. and Williams, B. C. and Fletcher, L. and Rosman, G.",
booktitle = "ICRA",
title = "Uncertainty-Aware Driver Trajectory Prediction At Urban Intersections",
year = "2019"
}
@InProceedings{Shen_2019_ICRA,
author = "Shen, T. and Luo, Z. and Zhou, L. and Deng, H. and Zhang, R. and Fang, T. and Quan, L.",
booktitle = "ICRA",
title = "Beyond Photometric Loss For Self-Supervised Ego-Motion Estimation",
year = "2019"
}
@InProceedings{Wilson_2015_ICRA,
author = "Wilson, G. N. and Ramirez-Serrano, A. and Sun, Q.",
booktitle = "ICRA",
title = "Vehicle State Prediction For Outdoor Autonomous High-Speed Off-Road {UGVs}",
year = "2015"
}
@InProceedings{Baumann_2018_ICRA,
author = "Baumann, U. and Guiser, C. and Herman, M. and Zollner, J. M.",
booktitle = "ICRA",
title = "Predicting Ego-Vehicle Paths From Environmental Observations With A Deep Neural Network",
year = "2018"
}
@InProceedings{Tang_2019_ICRA,
author = "Tang, C. and Chen, J. and Tomizuka, M.",
booktitle = "ICRA",
title = "Adaptive Probabilistic Vehicle Trajectory Prediction Through Physically Feasible Bayesian Recurrent Neural Network",
year = "2019"
}
@InProceedings{Ren_2019_ICRA,
author = "Ren, J. and Chien, Y. and Chia, E. and Fu, L. and Lai, J.",
booktitle = "ICRA",
title = "Deep Learning Based Motion Prediction For Exoskeleton Robot Control In Upper Limb Rehabilitation",
year = "2019"
}
@InProceedings{Katyal_2019_ICRA,
author = "Katyal, K. and Popek, K. and Paxton, C. and Burlina, P. and Hager, G. D.",
booktitle = "ICRA",
title = "Uncertainty-Aware Occupancy Map Prediction Using Generative Networks For Robot Navigation",
year = "2019"
}
@InProceedings{Stulp_2015_IROS,
author = "Stulp, F. and Grizou, J. and Busch, B. and Lopes, M.",
booktitle = "IROS",
title = "Facilitating Intention Prediction For Humans By Optimizing Robot Motions",
year = "2015"
}
@InProceedings{Akbarzadeh_2015_IROS,
author = "Akbarzadeh, V. and Gagné, C. and Parizeau, M.",
booktitle = "IROS",
title = "Kernel Density Estimation For Target Trajectory Prediction",
year = "2015"
}
@InProceedings{Park_2016_IROS,
author = "Park, C. and Ondřej, J. and Gilbert, M. and Freeman, K. and O'Sullivan, C.",
booktitle = "IROS",
title = "Hi Robot: Human Intention-Aware Robot Planning For Safe And Efficient Navigation In Crowds",
year = "2016"
}
@InProceedings{Schneemann_2016_IROS,
author = "Schneemann, F. and Heinemann, P.",
booktitle = "IROS",
title = "Context-Based Detection Of Pedestrian Crossing Intention For Autonomous Driving In Urban Environments",
year = "2016"
}
@InProceedings{Choi_2016_IROS,
author = "Choi, S. and Lee, K. and Oh, S.",
booktitle = "IROS",
title = "Robust Modeling And Prediction In Dynamic Environments Using Recurrent Flow Networks",
year = "2016"
}
@InProceedings{Pfeiffer_2016_IROS,
author = "Pfeiffer, M. and Schwesinger, U. and Sommer, H. and Galceran, E. and Siegwart, R.",
booktitle = "IROS",
title = "Predicting Actions To Act Predictably: Cooperative Partial Motion Planning With Maximum Entropy Models",
year = "2016"
}
@InProceedings{Holtzen_2016_IROS,
author = "Holtzen, S. and Zhao, Y. and Gao, T. and Tenenbaum, J. B. and Zhu, S.",
booktitle = "IROS",
title = "Inferring Human Intent From Video By Sampling Hierarchical Plans",
year = "2016"
}
@InProceedings{Shkurti_2017_IROS,
author = "Shkurti, F. and Dudek, G.",
booktitle = "IROS",
title = "Topologically Distinct Trajectory Predictions For Probabilistic Pursuit",
year = "2017"
}
@InProceedings{Sur_2017_IROS,
author = "Sur, I. and Ben Amor, H.",
booktitle = "IROS",
title = "Robots That Anticipate Pain: Anticipating Physical Perturbations From Visual Cues Through Deep Predictive Models",
year = "2017"
}
@InProceedings{Gui_2018_IROS,
author = "Gui, L. and Zhang, K. and Wang, Y. and Liang, X. and Moura, J. M. F. and Veloso, M.",
booktitle = "IROS",
title = "Teaching Robots To Predict Human Motion",
year = "2018"
}
@InProceedings{Bhattacharyya_2018_IROS,
author = "Bhattacharyya, Raunak P. and Phillips, Derek J. and Wulfe, Blake and Morton, Jeremy and Kuefler, Alex and Kochenderfer, Mykel J.",
booktitle = "IROS",
title = "Multi-Agent Imitation Learning for Driving Simulation",
year = "2018"
}
@InProceedings{Rudenko_2018_IROS,
author = "Rudenko, A. and Palmieri, L. and Lilienthal, A. J. and Arras, K. O.",
booktitle = "IROS",
title = "Human Motion Prediction Under Social Grouping Constraints",
year = "2018"
}
@InProceedings{Schulz_2018_IROS,
author = "Schulz, J. and Hubmann, C. and Löchner, J. and Burschka, D.",
booktitle = "IROS",
title = "Interaction-Aware Probabilistic Behavior Prediction In Urban Environments",
year = "2018"
}
@InProceedings{Shen_2018_IROS,
author = "Shen, M. and Habibi, G. and How, J. P.",
booktitle = "IROS",
title = "Transferable Pedestrian Motion Prediction Models At Intersections",
year = "2018"
}
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year = "2019"
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year = "2019"
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title = "Gaze-Based Intention Anticipation Over Driving Manoeuvres In Semi-Autonomous Vehicles",
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